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strategy_embedding
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strategy_embedding
Commits
73e77473
Commit
73e77473
authored
Nov 24, 2020
by
赵威
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+3
-1
answer_similarity.py
doc_similarity/answer_similarity.py
+3
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doc_similarity/answer_similarity.py
View file @
73e77473
import
os
import
sys
import
random
sys
.
path
.
append
(
os
.
path
.
realpath
(
"."
))
import
numpy
as
np
...
...
@@ -52,6 +53,7 @@ if __name__ == "__main__":
level_dict
[
content_level
]
.
append
(
id
)
embedding_dict
[
id
]
=
bc
.
encode
([
content
])
print
(
random
.
choice
(
list
(
embedding_dict
.
item
())))
answer_ids
=
np
.
array
(
list
(
embedding_dict
.
keys
()))
.
astype
(
"int"
)
answer_embeddings
=
np
.
array
(
list
(
embedding_dict
.
values
()))
.
astype
(
"float32"
)
print
(
answer_embeddings
.
shape
)
...
...
@@ -64,7 +66,7 @@ if __name__ == "__main__":
print
(
"trained: "
+
str
(
index2
.
is_trained
))
print
(
"total index: "
+
str
(
index2
.
ntotal
))
for
i
in
[
59753
,
54792
,
42643
]:
for
i
in
[
1015527
,
1015536
,
292379
]:
D
,
I
=
index2
.
search
(
np
.
array
(
answer_embeddings
[
i
])
.
astype
(
"float32"
))
res
=
I
.
tolist
()
print
(
res
,
"
\n
"
)
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